Adaptive Input Estimation in Linear Dynamical Systems with Applications to Learning-from-Observations

Sebastian Curi, Kfir Y. Levy, Andreas Krause

We address the problem of estimating the inputs of a dynamical system from measurements of the system's outputs. To this end, we introduce a novel estimation algorithm that explici…